Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 0.173172 0.190593 0.209678 0.232261 0.258409 0.287925 0.324033
2025-05-11 0.146664 0.170868 0.199657 0.236959 0.284822 0.345348 0.429669
2025-05-18 0.127604 0.154538 0.188461 0.235415 0.300579 0.390894 0.531640
2025-05-25 0.111067 0.138128 0.173594 0.225067 0.300794 0.413497 0.606067
2025-06-01 0.100281 0.127494 0.164372 0.220122 0.306494 0.443732 0.699996
2025-06-08 0.092822 0.120327 0.158729 0.218979 0.316945 0.482760 0.821537
2025-06-15 0.087534 0.115522 0.155696 0.220984 0.332245 0.532913 0.983705
2025-06-22 0.080031 0.106826 0.145973 0.211064 0.325493 0.540990 1.058863
2025-06-29 0.074173 0.100056 0.138503 0.203824 0.322143 0.554631 1.153039
2025-07-06 0.069537 0.094751 0.132801 0.198819 0.321970 0.574518 1.272863
2025-07-13 0.067855 0.093758 0.133722 0.205146 0.344154 0.647845 1.586501
2025-07-20 0.066684 0.093432 0.135630 0.213367 0.371520 0.741520 2.041481
2025-07-27 0.065144 0.092501 0.136598 0.220287 0.398300 0.845510 2.658447
2025-08-03 0.063263 0.090905 0.136330 0.224909 0.421302 0.949807 3.436572
2025-08-10 0.060570 0.087801 0.133196 0.223536 0.430285 1.017674 4.153413
2025-08-17 0.056844 0.082775 0.126325 0.213921 0.417791 1.014280 4.436377
2025-08-24 0.054171 0.079364 0.122102 0.209317 0.417037 1.050252 5.086196
2025-08-31 0.052220 0.077061 0.119705 0.208253 0.425139 1.120914 6.218776
2025-09-07 0.050822 0.075612 0.118749 0.210121 0.441347 1.229919 8.156407
2025-09-14 0.048047 0.071663 0.112928 0.200873 0.425709 1.207607 8.511848
2025-09-21 0.045773 0.068489 0.108394 0.194115 0.416177 1.208394 9.254241
2025-09-28 0.043907 0.065950 0.104920 0.189440 0.411937 1.231176 10.505559
2025-10-05 0.043463 0.065874 0.106100 0.195350 0.439589 1.412145 16.246390